Category : Artificial Intelligence (AI)

Quora user Nathan,  make a really nice and useful comment on Quora, (https://www.quora.com/Why-is-ReLU-non-linear/answer/Nathan-Yan-2?comment_id=39524791&comment_type=2), about how ReLU really does introduce non-linearity to a neural network. Respect. He made a short little program that simulates a random ReLU neural network, with one hidden layer. The network takes a scalar input, and produces a scalar output. To generate […]Read More

Here is presented the following paper, published on  arXiv: https://arxiv.org/abs/2012.07564 Abstact Despite the unresolved ‘dying ReLU problem’, the classical ReLU activation function (AF) has been extensively applied in Deep Neural Networks (DNN), in particular Convolutional Neural Networks (CNN), for image classification. The common gradient issues of ReLU pose challenges in applications on academy and industry […]Read More